機械学習技術

Effects of Forward Error Correction on Communications Aware Evasion Attacks

Authors: Matthew DelVecchio, Bryse Flowers, William C. Headley | Published: 2020-05-27
敵対的攻撃
機械学習技術
通信損失

A Framework for Behavioral Biometric Authentication using Deep Metric Learning on Mobile Devices

Authors: Cong Wang, Yanru Xiao, Xing Gao, Li Li, Jun Wang | Published: 2020-05-26 | Updated: 2020-08-17
パフォーマンス評価
ポイズニング
機械学習技術

A Protection against the Extraction of Neural Network Models

Authors: Hervé Chabanne, Vincent Despiegel, Linda Guiga | Published: 2020-05-26 | Updated: 2020-07-31
敵対的攻撃
機械学習
機械学習技術

Deep Learning for Insider Threat Detection: Review, Challenges and Opportunities

Authors: Shuhan Yuan, Xintao Wu | Published: 2020-05-25
機械学習
機械学習技術
脅威モデル

Keyed Non-Parametric Hypothesis Tests

Authors: Yao Cheng, Cheng-Kang Chu, Hsiao-Ying Lin, Marius Lombard-Platet, David Naccache | Published: 2020-05-25
ポイズニング
敵対的攻撃
機械学習技術

Malware Detection at the Microarchitecture Level using Machine Learning Techniques

Authors: Abigail Kwan | Published: 2020-05-25
機械学習
機械学習技術
特徴抽出手法

High Accuracy Phishing Detection Based on Convolutional Neural Networks

Authors: Suleiman Y. Yerima, Mohammed K. Alzaylaee | Published: 2020-04-08
URLベース検出
トレーニング手法
機械学習技術

Robust binary classification with the 01 loss

Authors: Yunzhe Xue, Meiyan Xie, Usman Roshan | Published: 2020-02-09
ロバスト性向上手法
収束特性
機械学習技術

MDEA: Malware Detection with Evolutionary Adversarial Learning

Authors: Xiruo Wang, Risto Miikkulainen | Published: 2020-02-09 | Updated: 2020-04-17
悪意のあるパッケージ検出
機械学習技術
進化的アルゴリズム

An Autonomous Intrusion Detection System Using an Ensemble of Advanced Learners

Authors: Amir Andalib, Vahid Tabataba Vakili | Published: 2020-01-31 | Updated: 2020-12-29
セキュリティ分析
機械学習技術
特徴抽出手法